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physics.bio-ph2022★ 7 cited
Self-organization of nonlinearly coupled neural fluctuations into synergistic population codes
Hengyuan Ma, Yang Qi, Pulin Gong +3
Neural activity in the brain exhibits correlated fluctuations that may strongly influence the properties of neural population coding. However, how such correlated neural fluctuatio…
math.DS2022
On a framework of data assimilation for neuronal networks
Wenyong Zhang, Boyu Chen, Jianfeng Feng +1
When handling real-world data modeled by a complex network dynamical system, the number of the parameters is always even much more than the size of the data. Therefore, in many cas…
math.DS2022
Analytic Investigation for Spatio-temporal Patterns Propagation in Spiking Neural Networks
Ning Hua, Xiangnan He, Wenlian Lu +1
Based upon the moment closure approach, a Gaussian random field is constructed to quantitatively and analytically characterize the dynamics of a random point field. The approach pr…